{"id":"W2918002825","doi":"10.6084/m9.figshare.4123338.v1","title":"BIO205 2016 Tut0109 Census 1 Data.xlsx","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Medicine; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001066024,0.001166288,0.001084071,0.004716981,0.0007000366,0.002159454,0.001632856,0.0008886529,0.3212416],"category_scores_gemma":[0.007507184,0.0008247328,0.0007524678,0.009988727,0.0002648864,0.0009785178,0.001393158,0.001160232,0.1682511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596129,"about_ca_system_score_gemma":0.004125964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1050194,"about_ca_topic_score_gemma":0.1141031,"domain_scores_codex":[0.9993112,0.00008751461,0.0001206717,0.0001426525,0.0001976644,0.0001403641],"domain_scores_gemma":[0.9961227,0.0008836395,0.0004393971,0.000718202,0.001440688,0.0003954387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007078832,0.00001356265,0.00159781,0.0004086793,0.00002459605,0.00001840107,0.00003287341,0.0002829497,0.0001309548,0.0005047864,0.9941333,0.002781416],"study_design_scores_gemma":[0.0001742045,0.00001458777,0.01125863,0.0002511669,0.00002531055,0.00003391665,0.0001205185,0.0003206691,0.0003591255,0.0007366388,0.9866709,0.00003420675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00007527986,0.000006157628,0.00004748167,0.0000246753,0.00001219658,0.000006318627,0.9991069,0.0001171991,0.0006037063],"genre_scores_gemma":[0.0007026213,0.00003147927,0.0003057529,0.0000284503,0.00001243816,0.00007889525,0.9967601,0.0002209722,0.001859316],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6787584,"threshold_uncertainty_score":0.9681665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07721620275310351,"score_gpt":0.2690730910391501,"score_spread":0.1918568882860466,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}